Vol-2359⫷ Vol-2360 ⫸Vol-2361
urn:nbn:de:0074-2360-3

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AMIR 2019
The 1st Interdisciplinary Workshop on Algorithm Selection and Meta-Learning in Information Retrieval

Proceedings of the 1st Interdisciplinary Workshop on Algorithm Selection and Meta-Learning in Information Retrieval
co-located with the 41st European Conference on Information Retrieval ( ECIR 2019 )

Cologne, Germany, April 14, 2019 .

Edited by

Joeran Beel *
Lars Kotthoff **

* Trinity College Dublin , School of Computer Science and Statistics, ADAPT Centre, 2 Dublin, Ireland
** University of Wyoming , Department of Computer Science, Laramie, WY 82071-2000, USA

Table of Contents

Session 1: Welcome & Keynote

Preface: The 1st Interdisciplinary Workshop on Algorithm Selection and Meta-Learning in Information Retrieval (AMIR) 1-9
Joeran Beel , Lars Kotthoff
Automated Algorithm Selection – Predict which algorithm to use! (keynote) 10
Marius Lindauer

Session 2: Research

Algorithm Selection with Librec-auto (short paper) 11-17
Masoud Mansoury , Robin Burke
Investigating Retrieval Method Selection with Axiomatic Features 18-31
Siddhant Arora , Andrew Yates
Augmenting the DonorsChoose.org Corpus for Meta-Learning (short paper) 32-38
Gordian Edenhofer , Andrew Collins , Akiko Aizawa , Joeran Beel
RARD II: The 94 Million Related-Article Recommendation Dataset 39-55
Joeran Beel , Barry Smyth , Andrew Collins
An Extensive Checklist for Building AutoML Systems 56-70
Thiloshon Nagarajah , Guhanathan Poravi

Session 3: Hands-On

Hands-On Session with ASlib 71
Lars Kotthoff
Hands-On Automated Machine Learning Tools: Auto-Sklearn and Auto-PyTorch 72
Marius Lindauer

2019-05-13: submitted by Joeran Beel, metadata incl. bibliographic data published under Creative Commons CC0
2019-05-13 : published on CEUR-WS.org | valid HTML5 |